Qhov chaw qhib tau dhau los ua lub hauv paus ntawm kev tsim kho software niaj hnub no. Yuav luag txhua daim ntawv thov niaj hnub no vam khom lub vev xaib nyuaj ntawm cov tsev qiv ntawv sab nraud, cov qauv, cov qauv, thiab cov cuab yeej tsim kho. Qhov tseeb no ib leeg twb qhia txog qhov tseem ceeb software supply chain security cov teeb meem. Tib lub sijhawm, kev txawj ntse cuav tau nkag mus rau hauv software tsim kho lub neej ua ib qho accelerator muaj zog, tsim cov code, qhia txog kev vam khom, automating kho, thiab txawm tias cuam tshuam rau architectural deciscov ions. Ua ke, qhov chaw qhib thiab AI tau hloov pauv txoj kev tsim software, thiab, tsis zam, nws raug tawm tsam li cas. Qhov kev sib tshuam ntawm kev ruaj ntseg AI, AI thiab kev ruaj ntseg software, thiab software supply chain security tsis yog kev xav lawm. Tam sim no nws yog ib qho ntawm cov chaw tseem ceeb ntawm kev pheej hmoo ntawm cov khoom siv software uas cov koom haum engineering ntsib.
Qhov tseeb ntawd tau ua rau peb qhov kev sib tham SafeDev tsis ntev los no: Qhov Qhib Qhov Chaw, AI & Qhov Chaw Tawm Tsam Tshiab: Cov lej riam phom, Kev Tiv Thaiv Ntse Dua, uas muaj cov thawj coj kev ruaj ntseg los ntawm Red Hat, TikTok, thiab Xygeni. Kev sib tham tau tsom mus rau yam uas cov pab pawg kev ruaj ntseg thiab engineering twb tau ntsib hauv cov chaw tsim khoom, tshwj xeeb tshaj yog nyob ib puag ncig kev tawm tsam qhib cov khoom siv, cov pob khoom qhib qhov chaw phem, thiab kev ntxhov siab ntawm kev ceev thiab kev tswj hwm hauv kev tsim kho software AI. Qhov tshwm sim yog ib daim duab meej: qhov chaw tawm tsam nthuav dav sai dua li cov qauv kev ruaj ntseg ib txwm muaj peev xwm ua tau, thiab AI ua ob qho tib si ua lub zog sib npaug thiab kev sim siab rau cov kev xav ntev hauv kev ruaj ntseg AI thiab software supply chain security.
Yog tias cov lus piav qhia no zoo li tsis xis nyob nrog rau qhov uas koj lub koom haum tam sim no tsim cov software, qhov ntawd tsis yog qhov xwm txheej. Ntau pab pawg tsuas paub tias muaj kev ntseeg siab npaum li cas tau hloov mus rau kev ua haujlwm tsis siv neeg tom qab muaj qee yam tawg.
Kev Ruaj Ntseg AI thiab Software Supply Chain Security Puas Yog Tib Qhov Teeb Meem Tam Sim No
Ib lub ntsiab lus uas rov tshwm sim thoob plaws hauv kev sib tham yog tias kev ruaj ntseg AI tsis tuaj yeem raug kho ua ib qho kev qhuab qhia sib cais ntawm software supply chain securityCov txheej txheem AI tsis ua haujlwm ib leeg xwb; lawv raug tsim, cob qhia, xa tawm, thiab sib koom ua ke los ntawm tib yam pipelines, dependencies, thiab registries uas twb muaj teeb meem nrog kev tawm tsam qhib qhov chaw muab khoom.
Hauv kev tsim kho software uas siv AI, cov qauv qhia cov lej, tsim cov kev kho, thiab xaiv cov kev vam khom tau. Cov no decisions ncaj qha cuam tshuam kev tswj hwm kev vam khom qhib qhov chaw, feem ntau tsis muaj lub hom phiaj ntawm tib neeg. Yog li ntawd, kev pheej hmoo ntawm kev vam khom tsis yog los ntawm kev xaiv ntawm tus tsim tawm xwb; nws yog los ntawm tus cwj pwm AI ntau zuj zus.
Qhov kev sib koom ua ke no txhais tau tias qhov ua tsis tiav hauv AI thiab kev ruaj ntseg software feem ntau tshwm sim ua cov xwm txheej ib txwm muaj ntawm cov khoom xa tuaj: kev cuam tshuam kev vam khom, cov khoom siv tsim tsis zoo, lossis qhov tsis muaj zog CI/CD cov txheej txheem. Cov cuab yeej yuav tshiab, tab sis qhov kev pheej hmoo ntawm cov khoom siv software yog qhov tseeb heev thiab nyuaj rau xav txog.
Yog tias koj cov qauv kev hem thawj tseem cais "kev pheej hmoo AI" ntawm "kev pheej hmoo ntawm cov khoom siv," nws yuav tsim nyog rov mus saib dua qhov twg ciam teb ntawd muaj nyob hauv koj cov txheej txheem tsim thiab xa tawm.
Kev Tawm Tsam Qhib Qhov Chaw Muab Khoom Siv ntawm Lub Tshuab Ceev
Kev tawm tsam cov khoom siv qhib tsis yog qhov tshiab, tab sis AI hloov lawv txoj kev lag luam. Cov neeg tawm tsam tsis xav tau cov txheej txheem tshiab; lawv xav tau qhov loj me. AI ua rau muaj kev tshuaj xyuas ecosystem sai, nrhiav pom cov kev vam khom tsis muaj zog, thiab rov ua dua sai ntawm cov payloads tawm tsam.
Los ntawm qhov kev xav ntawm kev ua phem, qhov kev lag luam ntawm kev soj ntsuam no ua rau muaj kev vam meej ntawm kev tawm tsam uas muaj cov pob khoom qhib qhov chaw phem. Cov khoom uas yav dhau los yuav tsis pom tam sim no tuaj yeem tshawb pom, tshuaj xyuas, thiab siv tau sai, feem ntau ua ntej cov neeg tiv thaiv paub tias lawv siv.
Qhov no yog vim li cas software supply chain security tsis tuaj yeem cia siab rau cov teeb liab qeeb ib leeg xwb. Cov ntawv sau npe, cov lus qhia, thiab cov ntaub ntawv tom qab qhov tseeb ua haujlwm raws li lub sijhawm ntawm tib neeg, thaum cov neeg tawm tsam ua haujlwm ntawm qhov ceev ntawm lub tshuab. Lub qhov rais raug cuam tshuam yog qhov ua rau muaj kev pheej hmoo ntawm cov khoom siv software loj hlob.
Yog tias koj lub cim qhia tseem ceeb yog "lub npe sau npe tau tshem tawm pob khoom," koj twb ua haujlwm qis dua ntawm tus neeg tawm tsam lub sijhawm.
Xav kom tob tob rau hauv Open Source Software Supply Chain Attacks?
Kev Pheej Hmoo Ntawm Kev Nyob Nrog Hauv Kev Tsim Kho Software Uas Siv AI
Ib qho ntawm cov kev pheej hmoo pom tseeb tshaj plaws uas tau tham thaum lub sijhawm SafeDev Talk yog kev pheej hmoo ntawm kev vam khom, tshwj xeeb tshaj yog nyob rau hauv cov chaw uas vam khom rau kev tsim kho software uas tsav los ntawm AI. Cov neeg pab txhawb nqa AI coding tau ua kom zoo dua rau kev yooj yim thiab ceev, tsis yog rau kev txo qhov chaw tawm tsam.
Hauv kev xyaum, qhov no ua rau muaj kev vam khom ntau. Cov tsev qiv ntawv tshiab raug ntxiv es tsis txhob siv cov haujlwm uas twb muaj lawm dua, kev vam khom hloov pauv nthuav dav ntsiag to, thiab qhib qhov chaw kev tswj hwm kev vam khom ua ib yam dab tsi uas yuav tsum ua ua ntej es tsis yog ua tib zoo xav. Raws li lub sijhawm dhau mus, cov pab pawg poob lub peev xwm los xav txog yam lawv tab tom ua tiag tiag.
Qhov no tsis yog tsuas yog teeb meem kev huv xwb. Txhua qhov kev vam khom tshiab ua rau muaj kev pheej hmoo ntxiv rau cov khoom siv software, kev ntseeg siab tshiab, thiab cov cib fim tshiab rau kev tawm tsam cov khoom siv qhib. Thaum kev vam khom deciscov kev cuam tshuam raug ua tsis siv neeg thiab tshuaj xyuas sab nraud, qhov kev pheej hmoo ntawm kev vam khom dhau los ua qhov systemic es tsis yog qhov xwm txheej.
Yog tias koj daim duab qhia txog kev vam khom loj hlob sai dua li koj pab neeg lub peev xwm piav qhia, qhov no tsis yog teeb meem cuab yeej; nws yog teeb meem kev ntseeg siab.
Cov Neeg Pabcuam AI Coding, Kev Ruaj Ntseg, thiab Kev Tshuaj Xyuas Tsis Zoo
Lwm hom kev ua tsis tiav uas tau tham txog yog kev puas tsuaj ntawm kev tshuaj xyuas los ntawm cov phooj ywg thaum muaj cov lej uas AI tsim tawm. Cov neeg pab txhawb nqa kev sau code AI, kev ruaj ntseg tsis yog tsuas yog hais txog kev txhaj tshuaj sai sai lossis kev siv tus qauv tsis raug xwb; nws yog hais txog ntau npaum li cas cov logic tsis tau tshuaj xyuas nkag mus rau hauv cov txheej txheem tsim khoom.
Cov kev hloov pauv uas tsim los ntawm AI feem ntau loj, sib xws, thiab nyuaj rau kev tshuaj xyuas raws li lub sijhawm. Yog li ntawd, kev tshuaj xyuas los ntawm cov phooj ywg ua rau tsis muaj txiaj ntsig lossis ua cim. Qhov kev tawg ntsiag to no tshem tawm ib qho ntawm cov kev tswj hwm zoo tshaj plaws hauv software supply chain security.
Qhov teeb meem tsis yog tus tsim tawm tsis saib xyuas. Nws yog qhov ua haujlwm tsis sib haum. Thaum qhov ceev tau txais txiaj ntsig thiab kev sib txhuam raug nplua, AI thiab software kev ruaj ntseg tswj uas vam khom tib neeg kev saib xyuas yuav tsis muaj zog. Cov neeg tawm tsam tsis tas yuav hla kev tshuaj xyuas yog tias kev tshuaj xyuas tsis ua haujlwm ua ib qho kev thaiv lawm.
Muaj ntau pab pawg xav tias kev tshuaj xyuas tseem ua haujlwm vim tias cov txheej txheem tseem muaj. Tsawg dua nug seb nws puas tseem ua haujlwm ua kev tswj hwm tseem ceeb.
Cov Pob Khoom Qhib Qhov Chaw Phem thiab Dab Neeg Txog Kev Nrov
Ib qho kev ntseeg dav dav hauv kev tswj hwm qhov chaw qhib yog tias cov haujlwm nrov muaj kev nyab xeeb dua. Qhov tseeb, qhov nrov feem ntau ua rau muaj kev tshaj tawm ntau ntxiv. Cov tsev qiv ntawv siv dav dav yog cov hom phiaj muaj nqis rau kev tawm tsam qhib qhov chaw muab khoom, ua ntejcisvim tias kev sib haum xeeb ua rau muaj kev cuam tshuam dav dav rau sab qab teb.
Muaj ntau yam project nrov uas cov pab pawg me me lossis cov tib neeg ib leeg tswj hwm. Txawm tias thaum pom muaj teeb meem los xij, cov pob khoom qhib uas phem feem ntau tseem siv tau ob peb teev lossis ob peb hnub ua ntej tshem tawm. Thaum lub sijhawm ntawd, cov koom haum tseem niaj hnub siv lawv los ntawm kev tsim cov khoom siv tsis siv neeg.
Qhov kev ncua sij hawm no ua rau muaj qhov xav tau kev ua ntej software supply chain security kev tswj hwm. Kev vam khom rau qhov muaj koob muaj npe, lub koob npe nrov, lossis kev ua haujlwm sau npe ib leeg tsis txaus thaum ntsib kev pheej hmoo ntawm cov khoom siv software niaj hnub no.
"Siv dav dav" tsis zoo ib yam li "tiv thaiv," thiab kev kho nws li ntawd yog ib qho ntawm cov kev nkag siab yuam kev tshaj plaws ntawm cov khoom xa tuaj.
Qhov chaw nyob hauv Software Supply Chains thiab AI Security
Thoob plaws hauv kev sib tham, qhov xav tau qhov chaw hauv cov khoom siv software tau tshwm sim ntau zaus. Hauv cov chaw pabcuam AI, kev lees paub tsis meej. Cov lej yuav raug tsim los ntawm tus qauv, hloov kho los ntawm tib neeg, sib koom ua ke los ntawm kev ua haujlwm tsis siv neeg, thiab xa tawm yam tsis muaj kev lav phib xaub meej.
Yog tsis muaj qhov chaw uas txheeb xyuas tau, cov koom haum raug yuam kom ntseeg cov khoom cuav tsis qhia meej. Kev ruaj ntseg AI xav tau kev hloov pauv ntawm kev ntseeg siab mus rau kev txheeb xyuas: cov khoom cuav uas tau kos npe, build attestations, thiab keeb kwm uas taug qab tau. Txawm hais tias qhov chaw los tsis tiv thaiv tus cwj pwm phem kiag li, nws txo qhov tsis meej pem thiab txwv tsis pub tus neeg tawm tsam ua haujlwm.
Qhov no siv tau rau cov qauv, cov ntaub ntawv, thiab cov lej sib npaug. Hauv kev tsim kho software uas siv AI, qhov chaw keeb kwm yog qhov yuav tsum tau ua rau AI thiab kev ruaj ntseg software.
SBOM thiab AI Kev Ruaj Ntseg hauv Niaj Hnub Nim No Pipelines
Lub luag haujlwm ntawm SBOM thiab kev ruaj ntseg AI yog lwm lub ntsiab lus tsis qhia meej. SBOMs muab kev pom tseeb rau hauv cov duab qhia txog kev vam khom, tab sis kev pom kev ib leeg xwb tsis txaus. Hauv cov chaw uas muaj AI ntau, SBOMs yuav tsum hloov zuj zus kom ntes tsis yog cov tsev qiv ntawv xwb, tab sis cov qauv, cov kauj ruam tsim, thiab kev tsim kho tsis siv neegciscov ions.
Thaum muab sib xyaw nrog kev tshuaj xyuas tus cwj pwm thiab qhov chaw pib, SBOM thiab kev ruaj ntseg AI ua cov cuab yeej muaj zog rau kev txo qhov kev pheej hmoo ntawm cov khoom siv software. Lawv tso cai rau cov koom haum kom pom cov kev hloov pauv tsis tau xav txog, xav txog qhov cuam tshuam, thiab teb tau zoo dua rau kev tawm tsam qhib qhov chaw.
CI/CD Pipeline Security Nyob rau hauv Automation Siab
Thaum kawg, CI/CD pipeline security tau tshwm sim ua lub dav hlau tswj hwm tseem ceeb. Pipelines ua cov haujlwm uas AI systems tau hais lossis ua rau ntau zuj zus. Yog tias cov ntawd pipelineYog tias tsis muaj kev tswj hwm tus kheej zoo, kev txheeb xyuas cov khoom cuav, thiab kev siv txoj cai, lawv dhau los ua qhov chaw nkag zoo tshaj plaws rau cov neeg tawm tsam.
Tsis txaus ntseeg CI/CD pipeline security tso cai rau cov pob khoom qhib qhov chaw phem kom cuam tshuam tsis yog tsuas yog cov txheej txheem tsim khoom xwb tab sis kuj tseem muaj cov chaw tsim khoom thiab tsim cov khoom siv. Thaum automation nce ntxiv, pipelines yuav tsum raug suav hais tias yog cov khoom muaj nqis siab hauv software supply chain security cov kev pab cuam.
Saib Kev Sib Tham ntawm SafeDev
Yog xav paub ntxiv txog cov kev pom no ncaj qha los ntawm cov kws kho mob uas tsim cov teb no, saib tag nrho Kev Sib Tham Txog SafeDev: Qhov Qhib Qhov Chaw, AI & Qhov Chaw Tawm Tsam Tshiab: Cov lej riam phom, Kev Tiv Thaiv Ntse Dua, muaj Roman Zhukov (Lub kaus mom liab), Leon Johnson (TikTok), Thiab Luis Rodríguez Berzosa (Xygeni).
Cov Kev Cuam Tshuam Rau Kev Ruaj Ntseg AI thiab Software Supply Chain Security
Cov txiaj ntsig ntawm cov kev hloov pauv no nthuav dav tshaj qhov cuab yeej. Cov koom haum yuav tsum lees paub tias kev ruaj ntseg AI, kev ruaj ntseg AI thiab software, thiab software supply chain security tam sim no sib txuas ua ke tob heev. Deciscov kev pabcuam uas ib zaug suav tias yog qhov muaj kev pheej hmoo tsawg, kev hloov kho tshiab ntawm kev vam khom, kev tsim cov lej, thiab kev ua haujlwm tsis siv neeg tam sim no muaj kev pheej hmoo tseem ceeb ntawm cov khoom siv software, tshwj xeeb tshaj yog thaum cov deciscov ions yog tsim los ntawm cov cuab yeej tsis yog tsim los ntawm tib neeg.
Thaum lub sijhawm SafeDev Talk, lub ntsiab lus no tau raug sau luv luv. Raws li ib tug neeg hais lus tau hais tias, Thaum cov txheej txheem AI koom nrog kev tsim kho software, cov pab pawg kev ruaj ntseg tsis yog tsuas yog tiv thaiv cov lej xwb; lawv tab tom tiv thaiv deciskev siv tshuab tsis tshem tawm lub luag haujlwm; nws faib nws dua.
Hauv kev xyaum, qhov no txhais tau tias rov qab kho qhov kev xav tau qhov twg yooj yim tau los ua. Kev tswj hwm kev vam khom qhib qhov chaw yuav tsum suav nrog tus cwj pwm tsav los ntawm AI es tsis txhob xav tias tib neeg xav txog. Kev pheej hmoo ntawm kev vam khom tsis tuaj yeem kho tau raws li kev tshuaj xyuas qee zaum.cise. CI/CD pipeline security yuav tsum ua kom muaj kev txheeb xyuas, tsis txhob xav tias cov lus qhia tsis muaj teeb meem. Thiab qhov chaw hauv cov khoom siv software yuav tsum hloov ntawm qhov xav tau mus rau qhov pib.
Lwm qhov kev nkag siab los ntawm kev sib tham yog tias qhov ceev nws tus kheej tsis yog qhov nruab nrab lawm. Feem ntau qhov kev ua tsis tiav ntawm cov khoom xa tuaj tsis yog los ntawm ib qho kev puas tsuaj loj heev.ciskev xaiv me me, tab sis los ntawm ntau qhov kev xaiv me me uas tsis muaj leej twg pom zoo meej. Qhov no yog ua ntejcisvim li cas cov qauv kev ntseeg siab ib txwm ua tsis tiav hauv qab kev tsim kho software uas tsav los ntawm AI.
Qhov no tsis tau txhais hais tias yuav tsum tso tseg qhov chaw qhib lossis AI. Ntawm qhov tod tes, nws lees paub lawv lub luag haujlwm tseem ceeb hauv kev tsim kho niaj hnub no. Tab sis yog tsis muaj kev hloov pauv kev ruaj ntseg, cov koom haum pheej hmoo cia kev ua haujlwm tsis siv neeg txhais tau tias kev ntseeg siab los ntawm lub neej ntawd.
Mus Xaus…
Ib txoj kev zoo los xav txog qhov kev hloov pauv no yog tias software supply chain security tsis yog hais txog kev tiv thaiv cov khoom qub xwb lawm. Nws yog hais txog kev tiv thaiv decistxoj kev ionHauv lub ntiaj teb uas muaj AI pab, cov lus nug txog kev ruaj ntseg tseem ceeb tshaj plaws tsis yog tsuas yog "Puas yog qhov khoom no muaj kev phom sij xwb?" tab sis "Vim li cas qhov no thiaj li tau qhia, los ntawm leej twg lossis dab tsi, thiab nyob rau hauv cov kev txwv twg?" Cov koom haum uas hloov kho rau qhov kev teeb tsa no yuav tsis tshem tawm kev pheej hmoo, tab sis lawv yuav tsis xav tsis thoob los ntawm nws.
